FRENES

MCP server category

Customer support MCP servers: comparison and full list

The Customer support category lists 12 open-source MCP servers, checked on GitHub. The best scored on our grid are PraisonAI, MCP atlassian, and Crisphive MCP. 75% received a commit in the last three months.

12servers
75 %active (3 months)
3official
39stars (median)

What Customer support MCP servers are for

Customer support MCP servers connect an AI agent to tickets, knowledge resources and request tracking tools. They support help desks, service managers and people maintaining internal documentation. Depending on the integration, you can find information, review a case or carry out support operations. MCP atlassian describes searching and managing Confluence and Jira content. Yandex tracker MCP supports searching and retrieving issues, queues and users. A practical request might be: “Find the information relevant to this request and prepare a draft reply with its sources.” The agent can only use the resources and actions exposed by the connected server and account.

Example uses:

  • Find similar support tickets to help investigate a newly received customer request.
  • Retrieve relevant Confluence articles while preparing a draft response to a customer.
  • Review Yandex Tracker issues and queues before preparing a summary of incoming requests.
  • Prepare a Jira issue transition after checking the supporting information in the case.

The category in figures

Of the 12 servers in the category (0% of the directory), 3 are official vendor implementations, 92% declare a licence, 2 offer a remote server and 3 need at least one API key or token according to the MCP registry. The median repository has 39 stars.

PraisonAIPraisonAI : 9.3K9.3KMCP atlassianMCP atlassian : 6K6KServiceNow MCP Server (NowAIServiceNow MCP Server (NowAI : 263263Yandex tracker MCPYandex tracker MCP : 123123Jira MCP (nguyenvanduocit)Jira MCP (nguyenvanduocit) : 9797Freshdesk MCPFreshdesk MCP : 7070Bugherd MCPBugherd MCP : 77Zendesk MCPZendesk MCP : 77Jira MCP (raalarcon9705)Jira MCP (raalarcon9705) : 66Crisphive MCPCrisphive MCP : 33
GitHub stars, log scale. Checked October 25, 2026.

All Customer support MCP servers

Click a header to sort. Score out of 100: adoption, maintenance and framework (licence, registry, official status); risk: system access, secrets, licence, abandonment.

ServerStarsLast commitLicenceRiskScore
PraisonAI
AI Agents Framework with Self Reflection and MCP support
9,289Oct 24, 2026MITlow85
MCP atlassian
Search, read, create and manage Confluence and Jira content, supporting Confluence Cloud, Jira Cloud and Jira Server/Data Center.
6,035Sep 19, 2026MITlow78
ServiceNow MCP Server (NowAIKit)
ServiceNow MCP server: 450+ tools for Claude, ChatGPT, Copilot & any AI. Read-only by default.
263Sep 23, 2026—moderate54
Yandex tracker MCP
Search and retrieve Yandex Tracker issues, queues and users.
123Sep 6, 2026Apache-2.0low61
Jira MCP (nguyenvanduocit)
Atlassian Jira operations: issue management, sprint planning and workflow transitions.
97Apr 18, 2026MITlow45
Freshdesk MCP
Interact with Freshdesk modules and perform support operations.
70Oct 14, 2026MITlow63
Bugherd MCP
BugHerd bug tracking: list projects, filter tasks by status, priority or tag, get task details and read comments.
7May 28, 2026MITmoderate46
Zendesk MCP
Read and write Zendesk tickets, comments, views, macros, users, groups, organizations and time tracking, with optional Help Center and GitLa
7Oct 8, 2026Apache-2.0low58
Jira MCP (raalarcon9705)
Jira and Confluence: issue CRUD, sprint lifecycle, comments, transitions, user management and wiki pages.
6May 29, 2026MITmoderate46
Crisphive MCP ◆
Field-service dispatch and technician scheduling: book jobs against live availability, quote and confirm, and reschedule around emergencies.
3Oct 18, 2026MITmoderate65
MCP bridge ◆
Manage your website's Asyntai AI support agent: knowledge base, agent instructions, conversations and leads, live visitor replies and plan u
1Sep 8, 2026MITlow50
CallChatSyn ◆
Small-business customer service via CallChatSyn: answer customer questions from the business's own FAQs (English/Chinese), list open appoint
0Oct 6, 2026MITlow60

Official servers

Published by the service's own vendor (per the awesome-mcp-servers list): they usually track the API closely and are better maintained.

Choosing and securing

Check supported modules and the distinction between reading, editing and external communication. Review official or community ownership, maintenance and compatibility with your deployment. Inspect queue or project permissions and action traceability. Compare hosting, licensing and attachment handling. A read access configuration can support an initial workflow focused on preparing information before you consider granting permissions for operational changes or customer communications.

Tickets can contain customer data, confidential attachments and secrets pasted by mistake. Restrict access to relevant queues and remove unnecessary sensitive information. Require approval for external replies and consequential status changes. A customer message may contain prompt injection instructions, which must not override your team's rules or authorize access to other cases. Check attachments before including their contents in agent workflows.

Before connecting a server to an agent with access to your data, run the AI agent security check.

Most recent

Frequently asked questions

What is the best Customer support MCP server?

On our grid (adoption, maintenance, framework), PraisonAI (85/100), MCP atlassian (78/100), and Crisphive MCP (65/100) come first. The right choice mostly depends on the service you need and the rights you are willing to grant.

Are these servers free?

92% declare an open-source licence and are free to use. 3 need an API key: the connected service may be paid.

Can the agent reply directly to customers?

Some tools may offer communication operations, but you need to verify this in their documentation. Start with drafts reviewed by your team. If you enable sending, define the situations covered, permitted recipients and cases requiring approval or human handover before the agent communicates on your behalf.

How do I stop a ticket from giving the agent instructions?

Treat ticket text and attachments as information to analyze. They must not authorize additional tools, access or messages. Combine that rule with limited permissions and approval for consequential actions. Pay particular attention to requests to extract data, change recipients or access records outside the assigned support case.

Related articles

Neutrality. No affiliate links. No vendor pays to be reviewed, rated or ranked. Reviews are directed by François Chollet, neutral and factual, and every data point is dated and sourced. How we score